Run
571059

Run 571059

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.6954
Per class
Confusion matrix
F measure
0.7644
Per class
Kappa
0.4221
KB relative information score
550456
Mean absolute error
0.2248
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7646
Per class
Predictive accuracy
0.7752
Prior entropy
1
Recall
0.7752
Per class
Relative absolute error
0.4495
Root mean prior squared error
0.5
Root mean squared error
0.4741
Root relative squared error
0.9482